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Ranking > Relational DBMS > including secondary database models

DB-Engines Ranking of Relational DBMS

ranking trend
trend chart

The DB-Engines Ranking ranks database management systems according to their popularity. The ranking is updated monthly.

This is a partial list of the complete ranking showing only relational DBMS.

Read more about the method of calculating the scores.

☑ include secondary database models184 systems in ranking, March 2026
RankDBMSDatabase ModelScore
Mar
2026		Feb
2026		Mar
2025		Mar
2026		Feb
2026		Mar
2025
1.1.1.OracleRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
RDF store
Spatial DBMS
Vector DBMS		1182.46-21.05-70.62
2.2.2.MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		858.34-9.88-129.79
3.3.3.Microsoft SQL ServerRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		711.47+3.33-76.67
4.4.4.PostgreSQLRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Vector DBMS		680.08+8.05+16.66
5.5.5.SnowflakeRelational211.24+3.10+49.46
6.6.up arrow 9.DatabricksMulti-model infoDocument store
Relational DBMS		145.81+1.29+49.80
7.7.down arrow 6.IBM Db2Relational, Multi-model infoRelational DBMS
Document store
RDF store
Spatial DBMS		111.38+0.16-15.19
8.8.down arrow 7.SQLiteRelational95.97-3.22-17.11
9.9.up arrow 10.MariaDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		87.00+0.91-7.23
10.10.up arrow 11.Microsoft Azure SQL DatabaseRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		73.92+0.26+0.01
11.11.up arrow 12.Apache HiveRelational72.95-0.05+2.87
12.12.down arrow 8.Microsoft AccessRelational67.56-1.90-29.15
13.13.13.Google BigQueryRelational55.82-3.76-2.14
14.up arrow 15.up arrow 15.SAP HANARelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS		32.09+0.34-2.18
15.down arrow 14.up arrow 16.TeradataRelational, Multi-model infoRelational DBMS
Document store
Graph DBMS
Spatial DBMS
Time Series DBMS		31.08-1.36-2.96
16.16.down arrow 14.FileMakerRelational29.31-0.88-9.74
17.17.17.SAP Adaptive ServerRelational, Multi-model infoRelational DBMS
Spatial DBMS		25.53-0.65-3.47
18.up arrow 20.up arrow 19.Apache Spark (SQL)Relational22.07+0.17+2.31
19.19.up arrow 20.ClickHouseRelational, Multi-model infoRelational DBMS
Document Stores
Spatial DBMS
Time Series DBMS
Vector DBMS		22.01-0.35+3.40
20.down arrow 18.down arrow 18.PostGISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		21.88-0.69+1.91
21.21.21.FirebirdRelational17.44+0.31+0.61
22.22.up arrow 24.Microsoft Azure Synapse AnalyticsRelational15.98+0.16+1.79
23.up arrow 30.Microsoft FabricRelational15.12+6.73
24.down arrow 23.down arrow 23.Amazon RedshiftRelational14.25-0.53-0.32
25.25.down arrow 22.InformixRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS		13.78+0.32-1.71
26.down arrow 24.down arrow 25.Apache ImpalaRelational, Multi-model infoRelational DBMS
Document store		12.67-0.94+1.08
27.down arrow 26.down arrow 26.Apache FlinkRelational10.25-1.37-1.07
28.down arrow 27.up arrow 33.DuckDBRelational9.41-0.57+2.70
29.down arrow 28.29.Amazon AuroraRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Vector DBMS		9.16-0.13+1.17
30.down arrow 29.down arrow 27.VerticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		8.39-0.32-1.75
31.up arrow 33.up arrow 32.H2Relational, Multi-model infoRelational DBMS
Spatial DBMS		7.56+0.13+0.62
32.down arrow 31.down arrow 28.dBASERelational7.51-0.35-0.76
33.down arrow 32.down arrow 31.KdbMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		7.41-0.21+0.32
34.34.up arrow 37.TrinoRelational, Multi-model infoRelational DBMS
Document store
Key-value store
Spatial DBMS
Search engine
Time Series DBMS
Wide column store		6.84-0.18+1.72
35.up arrow 36.down arrow 34.NetezzaRelational6.28-0.20-0.17
36.down arrow 35.down arrow 30.GreenplumRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		6.26-0.44-1.57
37.37.down arrow 35.PrestoRelational5.79-0.06-0.33
38.38.up arrow 41.TimescaleDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		5.42-0.18+1.93
39.up arrow 41.up arrow 57.DolphinDBMulti-model infoTime Series DBMS
Vector DBMS
Relational DBMS		4.58+0.46+2.28
40.down arrow 39.down arrow 36.Oracle EssbaseRelational4.54-0.16-0.95
41.down arrow 40.down arrow 39.CockroachDB detailed informationDetailed vendor-provided information availableMulti-model infoMulti-Model DBMS
Relational DBMS
CockroachDB supports relational, semi-structured JSON/document, vector/embedding, geospatial, and typed categorical/enumeration data, all exposed via SQL, on the same strongly consistent, globally distributed data platform.		3.81-0.39-0.59
42.42.up arrow 49.QuestDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		3.66+0.01+0.57
43.43.up arrow 53.Apache DruidMulti-model infoRelational DBMS
Time Series DBMS		3.50-0.07+0.71
44.up arrow 46.down arrow 42.OpenEdgeRelational3.47-0.01-0.01
45.45.down arrow 43.InterbaseRelational3.41-0.09-0.03
46.up arrow 48.down arrow 40.TiDB detailed informationDetailed vendor-provided information availableRelational, Multi-model infoRelational DBMS
Vector DBMS		3.35+0.02-0.39
47.up arrow 51.up arrow 82.Alibaba Cloud PolarDBRelational3.30+0.34+2.12
48.down arrow 44.48.SAP SQL AnywhereRelational3.26-0.28+0.13
49.down arrow 47.down arrow 46.IngresRelational3.14-0.34-0.18
50.50.down arrow 44.Apache DerbyRelational3.12-0.04-0.30
51.down arrow 49.up arrow 52.Microsoft Azure Data ExplorerRelational, Multi-model infoRelational DBMS
Document store
Event Store
Graph DBMS
Spatial DBMS
Search engine
Time Series DBMS		3.11-0.11+0.17
52.up arrow 53.down arrow 45.Oracle NoSQLMulti-model infoDocument store
Key-value store
Relational DBMS		3.02+0.12-0.32
53.down arrow 52.up arrow 54.Google Cloud SpannerRelational2.86-0.06+0.15
54.54.down arrow 51.Apache IgniteMulti-model infoKey-value store
Relational DBMS		2.85+0.01-0.14
55.up arrow 57.down arrow 38.SingleStoreRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS
Time Series DBMS
Vector DBMS		2.76+0.06-1.76
56.down arrow 55.down arrow 47.VirtuosoMulti-model infoDocument store
Graph DBMS
Native XML DBMS
Relational DBMS
RDF store
Search engine
Spatial DBMS		2.74-0.11-0.46
57.up arrow 58.down arrow 50.HyperSQLRelational2.61-0.04-0.42
58.down arrow 56.down arrow 56.OceanBaseMulti-model infoRelational DBMS
Vector DBMS
Document store
Wide column store		2.35-0.48+0.02
59.59.down arrow 55.SAP IQRelational2.33-0.040.00
60.up arrow 66.up arrow 67.TDengineTime Series, Multi-model infoTime Series DBMS
Relational DBMS		2.27+0.32+0.51
61.down arrow 60.up arrow 63.CitusRelational, Multi-model infoRelational DBMS
Document store		2.23-0.02+0.29
62.down arrow 61.up arrow 65.Apache PhoenixRelational2.11-0.06+0.27
63.down arrow 62.up arrow 64.4DRelational2.05-0.04+0.18
64.down arrow 63.down arrow 58.InterSystems IRISMulti-model infoDocument store
Key-value store
Object oriented DBMS
Relational DBMS		2.04-0.03-0.25
65.down arrow 64.down arrow 59.YugabyteDBRelational, Multi-model infoRelational DBMS
Document store
Wide column store		1.98-0.08-0.24
66.up arrow 67.up arrow 75.GBaseRelational1.95+0.11+0.55
67.down arrow 65.down arrow 62.Percona Server for MySQLRelational1.95-0.02+0.01
68.68.down arrow 61.MaxDBRelational1.80-0.04-0.15
69.69.down arrow 66.Apache DrillMulti-model infoDocument store
Relational DBMS		1.77-0.06-0.05
70.70.down arrow 68.EDB PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.70-0.04+0.04
71.up arrow 72.down arrow 70.SpatiaLiteSpatial, Multi-model infoSpatial DBMS
Relational DBMS		1.62-0.06+0.06
72.up arrow 74.up arrow 73.DatomicRelational1.61+0.04+0.13
73.up arrow 75.down arrow 72.EXASOLRelational1.56+0.00+0.06
74.down arrow 73.up arrow 89.StarRocksRelational1.53-0.10+0.52
75.up arrow 78.up arrow 96.VitessRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51+0.05+0.58
76.down arrow 71.up arrow 91.PlanetScaleRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.51-0.22+0.52
77.down arrow 76.down arrow 60.GridDB detailed informationDetailed vendor-provided information availableTime Series, Multi-model infoTime Series DBMS
Key-value store
Relational DBMS		1.51-0.03-0.48
78.down arrow 77.down arrow 69.MonetDBRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.48+0.01-0.13
79.79.down arrow 71.FaunaMulti-model infoDocument store
Graph DBMS
Relational DBMS
Time Series DBMS		1.46+0.05-0.05
80.up arrow 81.up arrow 103.RocksetDocument, Multi-model infoDocument store
Relational DBMS
Search engine		1.44+0.07+0.61
81.up arrow 82.down arrow 78.GridGainMulti-model infoColumnar
Key-value store
Object oriented DBMS
Relational DBMS		1.32-0.02+0.00
82.up arrow 83.down arrow 76.TarantoolMulti-model infoDocument store
Key-value store
Relational DBMS
Spatial DBMS		1.32+0.00-0.08
83.up arrow 86.down arrow 80.VoltDBRelational1.250.00+0.02
84.up arrow 85.down arrow 74.EmpressRelational1.24-0.02-0.21
85.down arrow 84.down arrow 84.HFSQLRelational1.23-0.09+0.07
86.up arrow 89.down arrow 81.HEAVY.AIRelational, Multi-model infoRelational DBMS
Spatial DBMS		1.19+0.030.00
87.down arrow 80.down arrow 77.TiberoRelational1.17-0.20-0.16
88.down arrow 87.down arrow 83.IBM Db2 warehouseRelational1.17-0.050.00
89.down arrow 88.down arrow 86.Apache KylinRelational1.15-0.01+0.10
90.90.up arrow 93.openGaussRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.12-0.04+0.14
91.up arrow 93.down arrow 85.TimesTenRelational1.090.00-0.06
92.92.92.SQLBaseRelational1.08-0.02+0.10
93.down arrow 91.up arrow 98.TDSQL for MySQLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		1.07-0.04+0.14
94.94.up arrow 100.NonStop SQLRelational1.05+0.02+0.14
95.95.up arrow 101.Alibaba Cloud MaxComputeRelational0.95-0.05+0.05
96.up arrow 97.down arrow 95.Oracle RdbRelational0.95+0.01-0.01
97.up arrow 100.up arrow 99.DataEaseRelational0.93+0.01+0.01
98.up arrow 99.down arrow 94.FoundationDBMulti-model infoDocument store
Key-value store
Relational DBMS		0.910.00-0.05
99.down arrow 96.down arrow 97.Apache HAWQRelational0.91-0.04-0.02
100.down arrow 98.down arrow 79.mSQLRelational0.89-0.05-0.38
101.up arrow 102.up arrow 110.DoltRelational, Multi-model infoRelational DBMS
Document store		0.88+0.02+0.22
102.up arrow 103.102.CubridRelational0.87+0.01-0.03
103.down arrow 101.down arrow 87.FireboltRelational0.82-0.04-0.20
104.up arrow 106.104.AltibaseRelational0.80+0.02-0.03
105.down arrow 104.up arrow 107.Alibaba Cloud AnalyticDB for MySQLRelational, Multi-model infoRelational DBMS
Document store		0.79-0.03+0.03
106.down arrow 105.106.NuoDBRelational0.790.00-0.01
107.107.down arrow 105.InfobrightRelational0.72-0.03-0.09
108.up arrow 109.108.YellowbrickRelational0.71-0.01-0.01
109.down arrow 108.down arrow 90.MatrixOneRelational0.70-0.02-0.29
110.up arrow 114.up arrow 114.RisingWaveRelational0.65+0.03+0.00
111.down arrow 110.down arrow 109.Alibaba Cloud AnalyticDB for PostgreSQLRelational0.63-0.02-0.04
112.down arrow 111.up arrow 132.Apache PinotRelational0.62-0.02+0.23
113.113.113.Datacom/DBRelational0.62-0.01-0.03
114.down arrow 112.down arrow 112.Actian VectorRelational0.62-0.02-0.04
115.up arrow 117.up arrow 116.TypeDBMulti-model infoGraph DBMS
Object oriented DBMS
Relational DBMS		0.62+0.02-0.02
116.down arrow 115.down arrow 111.CrateDBMulti-model infoDocument store
Spatial DBMS
Search engine
Time Series DBMS
Vector DBMS
Relational DBMS		0.60-0.02-0.06
117.down arrow 116.up arrow 120.DBISAMRelational0.59-0.02+0.03
118.up arrow 119.up arrow 119.R:BASERelational0.57+0.00-0.01
119.down arrow 118.up arrow 121.1010dataRelational0.56-0.02+0.01
120.up arrow 123.down arrow 115.SQream DBRelational0.55-0.01-0.09
121.up arrow 122.down arrow 117.FrontBaseRelational0.54-0.02-0.06
122.up arrow 124.122.Splice MachineRelational0.53+0.00-0.01
123.down arrow 121.down arrow 118.solidDBRelational0.53-0.03-0.06
124.down arrow 120.down arrow 88.eXtremeDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.51-0.05-0.49
125.up arrow 126.up arrow 129.ITTIATime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.500.00+0.05
126.up arrow 127.up arrow 128.KineticaRelational, Multi-model infoRelational DBMS
Spatial DBMS
Time Series DBMS		0.49-0.01+0.03
127.up arrow 129.down arrow 124.KingbaseRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.46-0.02-0.05
128.128.down arrow 126.NexusDBRelational0.46-0.020.00
129.up arrow 136.up arrow 131.AlaSQLMulti-model infoDocument store
Relational DBMS		0.44+0.10+0.04
130.up arrow 132.down arrow 125.YDBMulti-model infoDocument store
Relational DBMS		0.42+0.00-0.07
131.down arrow 125.up arrow 133.ScaleArcRelational0.41-0.10+0.02
132.down arrow 130.up arrow 136.Kyligence EnterpriseRelational0.40-0.03+0.06
133.down arrow 131.down arrow 127.Apache DorisRelational0.39-0.03-0.07
134.down arrow 133.down arrow 130.VistaDBRelational0.38-0.02-0.05
135.down arrow 134.down arrow 123.SQL.JSRelational0.35-0.03-0.18
136.down arrow 135.up arrow 138.Comdb2Relational0.35+0.00+0.01
137.137.down arrow 135.SequoiadbMulti-model infoDocument store
Relational DBMS		0.30-0.02-0.06
138.up arrow 139.down arrow 134.Postgres-XLRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.30+0.01-0.09
139.up arrow 149.up arrow 140.LeanXcaleMulti-model infoKey-value store
Relational DBMS		0.29+0.08+0.01
140.up arrow 144.up arrow 143.Fujitsu Enterprise PostgresRelational, Multi-model infoRelational DBMS
Document store
Spatial DBMS		0.29+0.04+0.02
141.141.down arrow 139.Actian PSQLRelational0.29+0.01-0.01
142.down arrow 138.up arrow 146.DatabendRelational0.28-0.02+0.02
143.up arrow 145.up arrow 155.PipelineDBRelational0.27+0.02+0.09
144.down arrow 142.up arrow 149.Mimer SQLRelational0.26-0.01+0.06
145.up arrow 156.down arrow 137.ImmudbKey-value, Multi-model infoKey-value store
Relational DBMS		0.25+0.08-0.08
146.down arrow 140.up arrow 159.Valentina ServerRelational0.25-0.03+0.09
147.down arrow 143.147.BrytlytRelational0.25+0.000.00
148.down arrow 146.up arrow 152.PieCloudDBRelational0.230.00+0.04
149.down arrow 147.down arrow 144.RDFoxMulti-model infoGraph DBMS
RDF store
Relational DBMS		0.22-0.01-0.04
150.down arrow 148.down arrow 145.FeatureBaseRelational0.210.00-0.05
151.down arrow 150.down arrow 142.Raima Database ManagerMulti-model infoRelational DBMS
Time Series DBMS		0.21-0.01-0.06
152.down arrow 151.down arrow 150.Faircom DBMulti-model infoKey-value store
Relational DBMS		0.18-0.02-0.02
153.down arrow 152.down arrow 148.MyScaleMulti-model infoRelational DBMS
Vector DBMS		0.18-0.01-0.07
154.down arrow 153.down arrow 151.YottaDBKey-value, Multi-model infoKey-value store
Relational DBMS		0.18+0.00-0.02
155.down arrow 154.up arrow 158.TransLatticeRelational0.18+0.000.00
156.down arrow 155.up arrow 157.Tibco ComputeDBRelational0.17-0.01-0.01
157.up arrow 165.down arrow 156.LovefieldRelational0.15+0.08-0.03
158.down arrow 157.up arrow 161.BigObjectRelational0.15+0.00+0.01
159.159.up arrow 160.XtremeDataRelational0.15+0.000.00
160.down arrow 158.down arrow 141.TajoRelational0.140.00-0.13
161.down arrow 160.down arrow 154.EsgynDBRelational0.14+0.00-0.04
162.down arrow 161.down arrow 161.ElevateDBRelational0.14+0.000.00
163.down arrow 162.down arrow 153.AgensGraphMulti-model infoGraph DBMS
Relational DBMS		0.11-0.01-0.08
164.down arrow 163.up arrow 174.LinterRelational, Multi-model infoRelational DBMS
Spatial DBMS		0.11+0.00+0.11
165.down arrow 164.down arrow 163.chDBRelational, Multi-model infoRelational DBMS
Time Series DBMS		0.09+0.01-0.02
166.up arrow 172.166.TransbaseRelational0.07+0.07+0.03
167.167.up arrow 174.Sadas EngineRelational0.03-0.01+0.03
168.168.up arrow 170.JethroDataRelational0.03+0.000.00
169.down arrow 166.up arrow 171.Faircom EDGEMulti-model infoKey-value store
Relational DBMS		0.03-0.01+0.01
170.down arrow 169.down arrow 164.OpenMLDBTime Series, Multi-model infoTime Series DBMS
Relational DBMS		0.02+0.00-0.06
171.down arrow 170.up arrow 172.SmallSQLRelational0.02+0.000.00
172.172.up arrow 174.ActorDBRelational0.00+0.00+0.00
173.down arrow 171.down arrow 168.OushuDBRelational0.00+0.00-0.03
174.down arrow 172.down arrow 165.AntDBRelational0.00±0.00-0.07
174.down arrow 172.174.CovenantSQLRelational0.00±0.00±0.00
174.down arrow 172.174.DaggerDBRelational0.00±0.00±0.00
174.down arrow 172.174.Edge IntelligenceRelational0.00±0.00±0.00
174.down arrow 172.174.EdgelessDBRelational0.00±0.00±0.00
174.down arrow 172.down arrow 169.H2GISSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00-0.04
174.down arrow 172.174.K-DBRelational0.00±0.00±0.00
174.down arrow 172.down arrow 173.OpenTenBaseRelational0.00±0.000.00
174.down arrow 172.174.SpaceTimeSpatial, Multi-model infoSpatial DBMS
Relational DBMS		0.00±0.00±0.00
174.down arrow 172.down arrow 167.Transwarp ArgoDBRelational, Multi-model infoRelational DBMS
Search engine		0.00±0.00-0.04
174.down arrow 172.174.Transwarp KunDBRelational0.00±0.00±0.00



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